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Data Analysis

MassCalc · Formula & MS Toolkit icon
MassCalc · Formula & MS Toolkit
Monoisotopic and average mass, natural isotope distributions, MF finder from m/z, peptide / oligonucleotide fragment tables, amino acid composition average m/z and polymer oligomer lists — all computed locally in the browser
ProteinCut · Peptide Digest Masses icon
ProteinCut · Peptide Digest Masses
Theoretical mass of every peptide from an in-silico protein digest, with cleavage rules identical to ExPASy PeptideMass — 25 enzymes/reagents, cysteine alkylation, methionine oxidation, 0-5 missed cleavages, seven ion forms up to 5+ charge, monoisotopic / average masses, plus intact protein mass and isoelectric point (Bjellqvist), computed locally in the browser
PepFragCalc · Peptide Fragment m/z icon
PepFragCalc · Peptide Fragment m/z
Theoretical a/b/c and x/y/z fragment ion m/z tables at 1+ to 3+ with -NH3 / -H2O secondary ions — global modification rules applied once and multi-line batch input with a table per peptide, computed locally in the browser
GRAVYCalc · Protein Hydropathy icon
GRAVYCalc · Protein Hydropathy
Batch GRAVY (grand average of hydropathy) for multi-FASTA protein sequences on the Kyte-Doolittle scale — gzip file import, ignore chars, custom separator and decimal sign, computed locally in the browser
GlycoCalc · Glycan Mass Calculator icon
GlycoCalc · Glycan Mass Calculator
Monoisotopic / average mass and elemental composition of glycans and glycopeptides: underivatized, permethylated, 2-AA and 2-AB labelled forms plus 52 ESI adduct m/z values — modelled on the NIST Glyco Mass Calculator, computed locally in the browser
SDS-PAGE-Calc · Gel Recipe Calculator icon
SDS-PAGE-Calc · Gel Recipe Calculator
Polyacrylamide gel recipes for SDS-PAGE: enter the gel count and the separating / stacking percentages and get ddH2O, 30% or 40% acrylamide stock, 1.5 M Tris pH 8.8 and 0.5 M Tris pH 6.8, 10% SDS, 10% APS and TEMED in ml and µl, plus a copyable six-step protocol — modelled on cytographica.com/lab/acryl2.html, computed locally in the browser
PrimerCalc · Primer Tm Calculator icon
PrimerCalc · Primer Tm Calculator
Melting temperature of PCR primers and oligos by the nearest-neighbor method (SantaLucia 1998 unified parameters) with adjustable Na+ salt and primer concentration, plus GC%, GC clamp, Wallace/Wetmur references, 3'-end self-complementarity, hairpin and homopolymer design warnings — batch paste, computed locally in the browser
SolutionCalc · Solution & Buffer Calculator icon
SolutionCalc · Solution & Buffer Calculator
Three bench calculations on one page: solve any blank of C1V1=C2V2 dilutions, interconvert molar mass / concentration / mass / volume (m=C·V·MW), and get buffer pH recipes from Henderson-Hasselbalch - mix two equimolar stocks or weigh the solid and titrate with HCl/NaOH - with pKa and MW data for 18 common buffers, computed locally in the browser
MDCalc icon
MDCalc
Medical formula calculator library
PubChem icon
PubChem
NIH database of chemical substances & bioactivity
R icon
R
Open-source environment for statistical computing and graphics — the lingua franca of academic statistics
CRAN icon
CRAN
R's official package repository: 20,000+ extensions for statistics and plotting
Posit (formerly RStudio) icon
Posit (formerly RStudio)
Home of the RStudio IDE and Quarto — the working environment for data analysis
Bioconductor icon
Bioconductor
R package ecosystem for bioinformatics: differential expression, enrichment and omics visualisation
The R Graph Gallery icon
The R Graph Gallery
Hundreds of R plotting examples with full code, sorted by chart type and purpose
ggplot2 icon
ggplot2
R's dominant plotting system — publication-grade charts through a grammar of graphics
GraphPad Prism icon
GraphPad Prism
The commercial standard for biomedical statistics and figures, with a point-and-click workflow
OriginLab icon
OriginLab
Data analysis and publication-quality scientific graphing, widely used in the physical sciences
JASP icon
JASP
Free and open-source statistics with an SPSS-style interface and built-in Bayesian analysis
jamovi icon
jamovi
Free and open-source statistics — migrating from SPSS costs almost no learning time
Cross Validated icon
Cross Validated
Statistics Q&A community; search here before asking about methodology
Statistics by Jim icon
Statistics by Jim
A teaching site that explains statistical concepts plainly — reach for it when p-values or test choice confuse you
Statology icon
Statology
Tutorial library for statistics and programming, organised by what you are trying to do
Real Statistics icon
Real Statistics
A complete reference for implementing statistical methods in Excel
MATLAB icon
MATLAB
Engineering and numerical computing platform with statistics and graphics toolboxes
Stata icon
Stata
Statistical software common in econometrics and the social sciences
pandas icon
pandas
The cornerstone Python library for tabular and time-series data analysis
seaborn icon
seaborn
Statistical graphics on top of matplotlib: distribution and regression plots in a few lines
matplotlib icon
matplotlib
Python's most general plotting library — it can draw almost anything
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Online Tools

Chinese Converter icon
Chinese Converter
Simplified ⇄ Traditional using Wikipedia tables, with Taiwan / Hong Kong / Mainland wording
Text Diff & Review icon
Text Diff & Review
Compare two texts side by side; accept or reject each change and export the merged result
PDF Toolkit icon
PDF Toolkit
Merge, split, organise, convert, watermark and protect PDFs — eight tools on one page, processed locally in your browser
ImgCompress · Image Compressor icon
ImgCompress · Image Compressor
TinyPNG-style image compression: lossy PNG quantization (≤256 colors with dithering, lossless when colors fit), JPEG re-encoding and WebP conversion with before/after compare and batch ZIP download — everything stays in your browser
ImgConvert · Image Format Converter icon
ImgConvert · Image Format Converter
Convert between PNG / JPEG / WEBP / BMP / GIF / SVG / AVIF / TIFF / ICO / APNG: batch up to 50 images (select several or drop a folder, results as one ZIP), quality slider, fill colour for transparent areas, rotate/flip and resize, grayscale / B&W / sepia colour modes and text watermarks — every conversion happens locally in your browser
GIF Optimizer icon
GIF Optimizer
Shrink animated GIFs: every frame is decoded and recomposed, then frame differencing keeps only the pixels that changed, near-identical colours are merged, and palette reduction, dithering, rescaling and frame decimation are all adjustable — live before/after sizes, batch mode with ZIP export, transparency and loop count preserved, entirely in your browser
Color Blindness Simulator & Palette Checker icon
Color Blindness Simulator & Palette Checker
Colour-vision-deficiency simulation plus a figure palette check: upload a chart, heatmap or micrograph and see at once how it looks with protanopia, deuteranopia, tritanopia, total colour blindness and in black-and-white print, with severity adjustable from 0 to 100%. The palette is extracted automatically and every pair is compared with CIEDE2000 to flag colours that blur together, alongside a ΔE00 matrix, a greyscale distinguishability check and a safety audit of 34 common colourmaps (viridis / cividis / turbo / jet / rainbow / RdYlGn and more). Based on the Machado 2009 physiological model; computed locally in the browser, nothing is uploaded
TextToSpeech · Text to Speech icon
TextToSpeech · Text to Speech
Read text aloud in the browser: paste up to 2,500 characters, pick a language and voice your browser and OS actually provide, tune rate, pitch and volume, long text is chunked automatically with pause / resume / stop — modelled on crikk.com/text-to-speech, synthesis runs on your device
SpeechToText · Browser Dictation icon
SpeechToText · Browser Dictation
Voice typing in the browser: press Start and speak — text appears at the caret in real time, say "period", "comma" or "new line" to insert punctuation, with continuous dictation, auto-save and txt / Word export. Modelled on speechnotes.co; recognition runs inside your browser and audio is never uploaded
IP Location Lookup icon
IP Location Lookup
Geolocation, ISP & ASN for any IPv4/IPv6 address; shows your own IP on open
remove.bg icon
remove.bg
AI background removal in one click
Squoosh icon
Squoosh
Open-source image compression by Google: compare WebP, AVIF and MozJPEG side by side with a live quality slider — drag a photo in, everything runs locally
Convertio icon
Convertio
Universal file format conversion
ChartLiao icon
ChartLiao
QR code generator & decoder
Temp Mail icon
Temp Mail
Disposable inbox for verification codes
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Developer Resources

Appinn icon
Appinn
Curated reviews of free Windows, Android and macOS utilities — a reliable place to hunt for lab and research software
URL Encoder / Decoder icon
URL Encoder / Decoder
Online percent-encoding tool: standard mode (encodeURIComponent, RFC 3986) and form mode (application/x-www-form-urlencoded, space becomes +) convert as you type, with character/UTF-8 byte stats, an escape map and local history — 100% in-browser, nothing is uploaded
Regex Lab icon
Regex Lab
Online regex tester like RegExr: real-time highlighted matches, group details, $1 replacement preview, syntax cheat sheet and step-by-step explanation
Unit Converter icon
Unit Converter
14 categories and 212 units — length, area, volume, mass, time, speed, temperature, pressure, power, energy, data (GB vs GiB), fuel economy, angle and number bases; converts as you type, factors taken from their definitions
Loan Calculator icon
Loan Calculator
Four loan tools on one page: a loan calculator (equal-installment / equal-principal payments with a month-by-month schedule you can export to CSV), a mortgage calculator (commercial / housing-fund / combined loans), a mortgage prepayment estimator (pay off in full, shorten the term or lower the payment, see interest saved), and an installment-fee calculator with the real APR by IRR — all computed locally in your browser
Income Tax & Social Insurance Calculator icon
Income Tax & Social Insurance Calculator
China's individual income tax by the cumulative-withholding method (this-period and annual tax, take-home pay, average rate, seven-bracket rate table, special additional deductions) plus a five-insurances-one-fund breakdown of employee/employer contributions, net pay before tax and total employer cost — all computed locally in your browser
ID Card Lookup icon
ID Card Lookup
Enter an 18-digit mainland resident ID number and read out the registered region, birth date, gender, exact age, constellation and zodiac animal, with the GB 11643 MOD 11-2 check digit re-derived - colour-coded card diagram, parsed entirely in your browser, the number is never stored or sent
Birth Tools icon
Birth Tools
Enter the birth date and time once at the top and one screen computes everything together: a full birthday read-out (lunar date, solar terms, animal, constellation, exact and nominal age, life number, year-pillar sound element), a rule-accurate BaZi four-pillar chart (LiChun year boundary, solar-term months, optional 23:00 day switch) with hidden stems, sound elements, ten gods and the five-element tally, plus animal-to-years lookup, benming years and zodiac matching — live as you type, entirely in your browser
Cron Expression Generator icon
Cron Expression Generator
Build cron expressions online: presets for every minute / hour / day / week / month, plus custom fields supporting *, step values */n, ranges a-b and lists, validated as you type with a live preview of the next 10 runs in your local time zone, one-click copy, pure client-side calculation
JSON.cn icon
JSON.cn
JSON formatter & validator
Can I use icon
Can I use
Browser compatibility tables
Excalidraw icon
Excalidraw
Hand-drawn style whiteboard
Shields.io icon
Shields.io
Badges for open-source projects
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